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The impact of random frequency-dependent mutations on the average population fitness
BACKGROUND: In addition to selection, the process of evolution is accompanied by stochastic effects, such as changing environmental conditions, genetic drift and mutations. Commonly it is believed that without genetic drift, advantageous mutations quickly fixate in a halpoid population due to strong...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2012
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3584813/ https://www.ncbi.nlm.nih.gov/pubmed/22935138 http://dx.doi.org/10.1186/1471-2148-12-160 |
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author | Huang, Weini Werner, Benjamin Traulsen, Arne |
author_facet | Huang, Weini Werner, Benjamin Traulsen, Arne |
author_sort | Huang, Weini |
collection | PubMed |
description | BACKGROUND: In addition to selection, the process of evolution is accompanied by stochastic effects, such as changing environmental conditions, genetic drift and mutations. Commonly it is believed that without genetic drift, advantageous mutations quickly fixate in a halpoid population due to strong selection and lead to a continuous increase of the average fitness. This conclusion is based on the assumption of constant fitness. However, for frequency dependent fitness, where the fitness of an individual depends on the interactions with other individuals in the population, this does not hold. RESULTS: We propose a mathematical model that allows to understand the consequences of random frequency dependent mutations on the dynamics of an infinite large population. The frequencies of different types change according to the replicator equations and the fitness of a mutant is random and frequency dependent. To capture the interactions of different types, we employ a payoff matrix of variable size and thus are able to accommodate an arbitrary number of mutations. We assume that at most one mutant type arises at a time. The payoff entries to describe the mutant type are random variables obeying a probability distribution which is related to the fitness of the parent type. CONCLUSIONS: We show that a random mutant can decrease the average fitness under frequency dependent selection, based on analytical results for two types and simulations for n types. Interestingly, in the case of at most two types the probabilities to increase or decrease the average fitness are independent of the concrete probability density function. Instead, they only depend on the probability that the payoff entries of the mutant are larger than the payoff entries of the parent type. |
format | Online Article Text |
id | pubmed-3584813 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2012 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-35848132013-03-11 The impact of random frequency-dependent mutations on the average population fitness Huang, Weini Werner, Benjamin Traulsen, Arne BMC Evol Biol Research Article BACKGROUND: In addition to selection, the process of evolution is accompanied by stochastic effects, such as changing environmental conditions, genetic drift and mutations. Commonly it is believed that without genetic drift, advantageous mutations quickly fixate in a halpoid population due to strong selection and lead to a continuous increase of the average fitness. This conclusion is based on the assumption of constant fitness. However, for frequency dependent fitness, where the fitness of an individual depends on the interactions with other individuals in the population, this does not hold. RESULTS: We propose a mathematical model that allows to understand the consequences of random frequency dependent mutations on the dynamics of an infinite large population. The frequencies of different types change according to the replicator equations and the fitness of a mutant is random and frequency dependent. To capture the interactions of different types, we employ a payoff matrix of variable size and thus are able to accommodate an arbitrary number of mutations. We assume that at most one mutant type arises at a time. The payoff entries to describe the mutant type are random variables obeying a probability distribution which is related to the fitness of the parent type. CONCLUSIONS: We show that a random mutant can decrease the average fitness under frequency dependent selection, based on analytical results for two types and simulations for n types. Interestingly, in the case of at most two types the probabilities to increase or decrease the average fitness are independent of the concrete probability density function. Instead, they only depend on the probability that the payoff entries of the mutant are larger than the payoff entries of the parent type. BioMed Central 2012-08-30 /pmc/articles/PMC3584813/ /pubmed/22935138 http://dx.doi.org/10.1186/1471-2148-12-160 Text en Copyright ©2012 Huang et al.; licensee BioMed Central Ltd. http://creativecommons.org/licenses/by/2.0 This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/2.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Research Article Huang, Weini Werner, Benjamin Traulsen, Arne The impact of random frequency-dependent mutations on the average population fitness |
title | The impact of random frequency-dependent mutations on the average population fitness |
title_full | The impact of random frequency-dependent mutations on the average population fitness |
title_fullStr | The impact of random frequency-dependent mutations on the average population fitness |
title_full_unstemmed | The impact of random frequency-dependent mutations on the average population fitness |
title_short | The impact of random frequency-dependent mutations on the average population fitness |
title_sort | impact of random frequency-dependent mutations on the average population fitness |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3584813/ https://www.ncbi.nlm.nih.gov/pubmed/22935138 http://dx.doi.org/10.1186/1471-2148-12-160 |
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